Summary
Overview
Work History
Education
Skills
Websites
Personal Information
Languages
Certification
Timeline
Generic
Sowmiya Mahesh

Sowmiya Mahesh

Chennai

Summary

AI Architect & Generative AI Specialist transitioning from Structural Civil Engineering with 13+ years of engineering expertise and strong first-principles analytical rigor. Specialized in designing and deploying LLM-based systems, RAG architectures, and fine-tuned Generative AI solutions to solve complex, non-linear challenges. Proven ability to bridge deterministic engineering logic with probabilistic machine learning to build scalable, intelligent systems. Experienced in autonomous agents, AI automation, and multi-agent architectures. Passionate about leveraging AI to drive innovation and build production-ready intelligent applications.

Overview

19
19
years of professional experience
1
1
Certification

Work History

Gen AI Artificial Intelligent

Freelancer
Chennai
08.2025 - Current

AI EXPERIENCE & PROJECTS

Generative AI Specialist (Freelancer) | Chennai | Aug 2025 – Present

  • RAG Pipeline Development: Built RAG pipelines to improve data retrieval efficiency and ensure accurate AI responses.
  • Workflow Automation: Automated tasks using Python and n8n to reduce manual effort and optimize execution.
  • LLM Orchestration: Implemented Lang Chain workflows to streamline task execution and enhance functionality.

Technical Support Engineer

CAD Software india pvt ltd
Chennai
07.2018 - 12.2024
  • Worked closely with end-users to assess business requirements, support change and deliver high-quality customer experiences.
  • Developed knowledge-sharing methodologies, diagnostic tools and creative processes to improve end-user experience.
  • Communicated technical concepts to customers clearly by phone, email and online chat.
  • Employed advanced troubleshooting and expert application knowledge to solve system user interface problems.
  • 'Managed over 50 customer calls per day', or "Increased sales by 40%".

Structural Designer II

Worley parsons sea india pvt.Ltd
Chennai
05.2013 - 09.2018
  • Preparation of structural detailed design drawings as per standards.
  • Adhered to established codes and regulations for different types of projects preparation of the floating berth & pontoon layouts with approach design and cross sections.
  • Trained junior staff on codes, quality standards, and drafting best practices.
  • Conducted pre-planning studies for new construction and renovations to buildings and facilities that included specialized functions.
  • Preparation of the L-shaped jetty which includes modular pier, Mooring dolphin, Loading platform, turning dolphin with access bridge and walk way, and dolphin design based on modular jacket with pin pile arrangement.

Senior Rebar Designer/Detailer

Nardil india pvt.Ltd
Chennai
02.2013 - 05.2013
  • Checking Shop drawings.
  • Coordinating with clients and team members.
  • Established drawings for various elements like flat slabs, beams, retaining walls..etc.

Senior Rebar Designer

International Draughting and detailing pvt ltd
Chennai
02.2008 - 05.2012
  • Preparing shop drawings and bar bending schedules from Structural Drawings using Auto cad and Rebar Cad (CADS-RC) as per the American code of Practice. (ACI-318, CRSI Code of Practice) for US Projects.
  • Coordinating and Raising RFI to Project Leader & Handling projects individually also.
  • Preparing & checking placing drawings for US standards.
  • Solved complex projects using specialized engineering techniques and tools.

Junior Design Engineer

CAD Software india pvt ltd
Chennai
03.2007 - 02.2008
  • Performed design validation testing of prototypes and off-tool samples.
  • Created detailed CAD models and drawings for architectural designs and blueprints.
  • Preparing shop drawings and Bar bending schedules from Structural Drawings using Auto cad and Rebar Cad (CADS-RC) for U.K and U.A.E projects and analyzing & designing using STAADPRO.

Education

EPGDM - International Business

Alliance University
Bangalore, Karnataka
12.2018

Bachelor of Engineering - Civil Engineering

Sathyabama University
Chennai, Tamil Nadu
12.2009

Diploma of Higher Education - Civil Engineering

Thiyagarajar Polytechnic College
Salem, Tamil Nadu
12.2007

Skills

AI & TECHNICAL SKILLS

  • Generative AI: RAG (Retrieval-Augmented Generation), Prompt Engineering & Optimization
  • Frameworks: LangChain, LlamaIndex, Multi-agent AI orchestration
  • Automation & Development: n8n (Advanced Workflows), Python for AI development, Vector Databases
  • Core Logic: First-principles analytical rigor, CAD Design, and complex problem-solving

Others

  • Construction management skills
  • Software sales strategies
  • Digital marketing tactics
  • Multitasking capabilities
  • Training and development expertise
  • Communication skills
  • Interpersonal abilities
  • Attention to detail
  • Organizational skills
  • Adaptability to priorities
  • Deadline management

Personal Information

Nationality: Indian

Languages

English
Proficient (C2)
C2

Certification

Artificial Intelligence from Social Eagle.

Timeline

Gen AI Artificial Intelligent

Freelancer
08.2025 - Current

Technical Support Engineer

CAD Software india pvt ltd
07.2018 - 12.2024

Structural Designer II

Worley parsons sea india pvt.Ltd
05.2013 - 09.2018

Senior Rebar Designer/Detailer

Nardil india pvt.Ltd
02.2013 - 05.2013

Senior Rebar Designer

International Draughting and detailing pvt ltd
02.2008 - 05.2012

Junior Design Engineer

CAD Software india pvt ltd
03.2007 - 02.2008

EPGDM - International Business

Alliance University

Bachelor of Engineering - Civil Engineering

Sathyabama University

Diploma of Higher Education - Civil Engineering

Thiyagarajar Polytechnic College
Sowmiya Mahesh